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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
data have been collated
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "data have been collated" is correct and usable in written English.
It can be used when discussing the process of gathering and organizing data for analysis or reporting purposes. Example: "After several weeks of research, the data have been collated and are ready for review."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(3)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
6 human-written examples
For the first time, systematic species-specific data have been collated and used to determine the probability of extinction for all 70 known species of mangroves under the Categories and Criteria of the International Union for the Conservation of Nature (IUCN) Red List of Threatened Species.
Science
In Vietnam, monthly shigellosis/dysentery, typhoid fever, and cholera surveillance data have been collated for 1991 2001.
A range of different published and unpublished sources of genotype data have been collated and curated for each population.
Science
The study data have been collated from data extracted by the QAIHC Core Indicator report in the Pen CAT tool.
Science
The data have been collated from patients who completed a touchscreen version of both the HADS and the PHQ-9 in outpatient oncology clinics.
These data have been collated as part of a nationwide exercise, in which individual-based data are annually requested from United Kingdom regions and countries by the CSEU for interval cancers occurring in a defined cohort of women, for example, all interval cancers in women routinely screened between 1 April 2002 and 31 March 2003.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
54 human-written examples
Much of the data has been collated by Dr Chandra Gulhati, a retired physician who edits the Indian Monthly Index of Medical Specialties, and who pulls together information from across the country on trials going back more than a decade.
News & Media
Three-fifths has a nice historical ring to it, doesn't it Joking aside, here is a fearless prediction: at some point, either tonight or after all the voter data has been collated, a talking head will refer to minority turnout as "unprecedented".
News & Media
A wide range of fossil data has been collated and analyzed to understand the past vegetation history and current distribution and ecology, and to predict the future ranges of Pinus species in Korea in connection with climate change.
Science
To facilitate data sharing and community access, all of the data from this study have been collated in the Encyclopedia of Proteome Dynamics (http://www.peptracker.com/epd), a searchable online database describing system-wide measurements of protein properties (Larance et al., 2013).
Science
Data for this analysis have been collated from the CAPS database and include information from medical records and interview with the child/family.
Expert writing Tips
Best practice
When using "data have been collated", ensure that the context clearly indicates the purpose or application of the collated data. This adds clarity and relevance to your writing.
Common error
Avoid consistently using passive voice constructions like "data have been collated" without specifying who did the collating. Active voice (e.g., "researchers collated the data") often makes the sentence more direct and engaging.
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "data have been collated" typically functions as a statement indicating that information has been systematically gathered and organized. Ludwig AI confirms its grammatical correctness and usability.
Frequent in
Science
60%
News & Media
20%
Formal & Business
10%
Less common in
Wiki
5%
Encyclopedias
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "data have been collated" is grammatically sound and used to convey that information has been gathered and systematically organized. Ludwig AI confirms this. While primarily found in formal and scientific contexts, it also appears in news and business settings. Consider using active voice for a more direct tone, and ensure clarity about the purpose of the collated data.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
data have been assembled
Replaces "collated" with "assembled", indicating a gathering of data into a structured form.
data have been gathered
Substitutes "collated" with "gathered", suggesting a collection from various sources.
data have been compiled
Replaces "collated" with "compiled", implying an orderly arrangement of data.
data have been aggregated
Substitutes "collated" with "aggregated", suggesting a combination of data into a summary.
data have been synthesized
Replaces "collated" with "synthesized", indicating the combination of data into a coherent whole.
data have been organized
Substitutes "collated" with "organized", implying a structured arrangement of data.
data have been arranged
Replaces "collated" with "arranged", suggesting a specific order for the data.
data have been integrated
Substitutes "collated" with "integrated", implying a combination of data from different sources.
data have been classified
Replaces "collated" with "classified", suggesting data has been grouped by type or category.
data have been tabulated
Substitutes "collated" with "tabulated", implying data arranged in a table format.
FAQs
What does "data have been collated" mean?
The phrase "data have been collated" means that pieces of information have been gathered together and organized in a systematic way.
What are some alternatives to saying "data have been collated"?
You can use alternatives like "data have been gathered", "data have been compiled", or "data have been assembled".
How can I use "data have been collated" in a sentence?
You might say, "After the experiment, all the data have been collated for analysis".
Is it better to say "data has been collated" or "data have been collated"?
The phrase "data" is plural; therefore, "data have been collated" is grammatically correct. Though, in some contexts, 'data' is acceptable as singular so "data has been collated" can be used.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested